(CVPR 2019) Code release for Separate to Adapt: Open Set Domain Adaptation via Progressive Separation (CVPR 2019)
- python 2.7
- PyTorch 0.4
- Tensorflow >= 1.0
- Tensorlayer >= 1.11
- Tensorboard
- torchvision
- Download datasets
- Step 1:
python step_1.py, the known\unknown discriminator is saved asdiscriminator_a.pkl - Step 2:
python step_2.py - Optional: iterate between step 1&2 to achieve better results
- Monitor
tensorboard --logdir .
please cite:
@InProceedings{Liu_2019_CVPR,
author = {Liu, Hong and Cao, Zhangjie and Long, Mingsheng and Wang, Jianmin and Yang, Qiang},
title = {Separate to Adapt: Open Set Domain Adaptation via Progressive Separation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}